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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1621–1630 of 4740 papers

Title	Date	Tasks	Status	Hype
CHIC: Corporate Document for Visual question Answering	May 1, 2023	Information RetrievalQuestion Answering	—Unverified	0
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval	May 1, 2023	Argument RetrievalInformation Retrieval	—Unverified	0
Transfer of knowledge among instruments in automatic music transcription	Apr 30, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Synthetic Cross-language Information Retrieval Training Data	Apr 29, 2023	Information RetrievalLanguage Modelling	—Unverified	0
Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models	Apr 28, 2023	Information RetrievalRetrieval	CodeCode Available	0
Visual Diagrammatic Queries in ViziQuer: Overview and Implementation	Apr 27, 2023	Information RetrievalKnowledge Graphs	—Unverified	0
Multivariate Representation Learning for Information Retrieval	Apr 27, 2023	Information RetrievalRepresentation Learning	—Unverified	0
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities	Apr 26, 2023	Information RetrievalRetrieval	—Unverified	0
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities	Apr 25, 2023	domain classificationInformation Retrieval	—Unverified	0
Semantic Compression With Large Language Models	Apr 25, 2023	Code GenerationInformation Retrieval	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified